Automated generation of classifier based monitoring functions and its application to automotive steering control
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Abstract In this paper a new approach for the synthesis of safety relevant monitoring functions for automotive electronic control units with a 3-layer safety concept is presented. Given a steering ECU with underlying model-based steering functions and associated requirements on signal monitoring, an approach of signal classification is used to construct a software function by means of learning algorithms that monitors the related SF and complies with the legal safety requirements.
[1] Thomas M. Cover,et al. Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition , 1965, IEEE Trans. Electron. Comput..
[2] E. Parzen. On Estimation of a Probability Density Function and Mode , 1962 .
[3] Michael Vogt. Support Vector Machines for Identification and Classification Problems in Control Engineering , 2008, Autom..